1179 lines
38 KiB
YAML
1179 lines
38 KiB
YAML
$schema: "http://json-schema.org/draft-07/schema#"
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description: RAPIDS configuration schema
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required:
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- TIMEZONE
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- PIDS
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- CREATE_PARTICIPANT_FILES
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- TIME_SEGMENTS
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- PHONE_DATA_STREAMS
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- PHONE_ACCELEROMETER
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- PHONE_ACTIVITY_RECOGNITION
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- PHONE_APPLICATIONS_CRASHES
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- PHONE_APPLICATIONS_FOREGROUND
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- PHONE_APPLICATIONS_NOTIFICATIONS
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- PHONE_BATTERY
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- PHONE_BLUETOOTH
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- PHONE_CALLS
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- PHONE_CONVERSATION
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- PHONE_DATA_YIELD
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- PHONE_KEYBOARD
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- PHONE_LOCATIONS
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- PHONE_LOG
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- PHONE_MESSAGES
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- PHONE_SCREEN
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- PHONE_WIFI_CONNECTED
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- PHONE_WIFI_VISIBLE
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- FITBIT_DATA_STREAMS
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- FITBIT_DATA_YIELD
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- FITBIT_HEARTRATE_SUMMARY
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- FITBIT_HEARTRATE_INTRADAY
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- FITBIT_SLEEP_SUMMARY
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- FITBIT_SLEEP_INTRADAY
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- FITBIT_STEPS_SUMMARY
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- FITBIT_STEPS_INTRADAY
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- HISTOGRAM_PHONE_DATA_YIELD
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- HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT
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- HEATMAP_SENSORS_PER_MINUTE_PER_TIME_SEGMENT
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- HEATMAP_SENSOR_ROW_COUNT_PER_TIME_SEGMENT
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- HEATMAP_FEATURE_CORRELATION_MATRIX
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definitions:
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PROVIDER:
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type: object
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required: [COMPUTE, SRC_SCRIPT, FEATURES]
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properties:
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COMPUTE:
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type: boolean
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FEATURES:
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type: [array, object]
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SRC_SCRIPT:
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type: string
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pattern: "^.*\\.(py|R)$"
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DORYAB_BLUETOOTH_FEATURE:
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type: object
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required: [DEVICES, SCANS_MOST_FREQUENT_DEVICE, SCANS_LEAST_FREQUENT_DEVICE]
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properties:
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DEVICES:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["countscans", "uniquedevices", "meanscans", "stdscans"]
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SCANS_MOST_FREQUENT_DEVICE:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["withinsegments", "acrosssegments", "acrossdataset"]
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SCANS_LEAST_FREQUENT_DEVICE:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["withinsegments", "acrosssegments", "acrossdataset"]
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APPLICATION_CATEGORIES_FEATURE:
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type: object
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required: [CATALOGUE_SOURCE, CATALOGUE_FILE, UPDATE_CATALOGUE_FILE, SCRAPE_MISSING_CATEGORIES]
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properties:
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CATALOGUE_SOURCE:
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type: string
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enum: ["FILE", "GOOGLE"]
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CATALOGUE_FILE:
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type: string
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pattern: "^.*\\.csv$"
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UPDATE_CATALOGUE_FILE:
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type: boolean
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SCRAPE_MISSING_CATEGORIES:
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type: boolean
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DATA_CONFIGURATION:
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type: object
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required: [SOURCE, TIMEZONE]
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properties:
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SOURCE:
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type: object
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required: [TYPE, DATABASE_GROUP]
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properties:
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TYPE:
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type: string
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DATABASE_GROUP:
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type: string
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TIMEZONE:
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type: object
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required: [TYPE, VALUE]
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properties:
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TYPE:
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type: string
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VALUE:
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type: string
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properties:
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TIMEZONE:
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type: object
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required: [TYPE, SINGLE, MULTIPLE]
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properties:
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TYPE:
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type: string
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enum: ["MULTIPLE", "SINGLE"]
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SINGLE:
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type: object
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required: [TZCODE]
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properties:
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TZCODE:
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type: string
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MULTIPLE:
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type: object
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required: [TZCODES_FILE, IF_MISSING_TZCODE, DEFAULT_TZCODE, FITBIT]
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properties:
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TZCODES_FILE:
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type: string
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pattern: "^.*\\.csv$"
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IF_MISSING_TZCODE:
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type: string
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enum: [STOP, USE_DEFAULT]
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DEFAULT_TZCODE:
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type: string
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FITBIT:
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type: object
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required: [ALLOW_MULTIPLE_TZ_PER_DEVICE, INFER_FROM_SMARTPHONE_TZ]
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properties:
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ALLOW_MULTIPLE_TZ_PER_DEVICE:
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type: boolean
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INFER_FROM_SMARTPHONE_TZ:
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type: boolean
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PIDS:
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type: array
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uniqueItems: True
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items:
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type: string
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CREATE_PARTICIPANT_FILES:
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type: object
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required: [CSV_FILE_PATH, PHONE_SECTION, FITBIT_SECTION,EMPATICA_SECTION]
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properties:
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CSV_FILE_PATH:
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type: string
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pattern: "^.*\\.csv$"
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PHONE_SECTION:
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type: object
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properties:
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ADD:
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type: boolean
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DEVICE_ID_COLUMN:
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type: string
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IGNORED_DEVICE_IDS:
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type: array
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items:
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type: string
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FITBIT_SECTION:
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properties:
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ADD:
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type: boolean
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DEVICE_ID_COLUMN:
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type: string
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IGNORED_DEVICE_IDS:
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type: array
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items:
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type: string
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EMPATICA_SECTION:
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properties:
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ADD:
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type: boolean
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DEVICE_ID_COLUMN:
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type: string
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IGNORED_DEVICE_IDS:
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type: array
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items:
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type: string
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TIME_SEGMENTS:
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type: object
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required: [TYPE, FILE, INCLUDE_PAST_PERIODIC_SEGMENTS]
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properties:
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TYPE:
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type: string
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enum: ["FREQUENCY", "PERIODIC", "EVENT"]
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FILE:
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type: string
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pattern: "^.*\\.csv$"
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INCLUDE_PAST_PERIODIC_SEGMENTS:
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type: boolean
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PHONE_DATA_STREAMS:
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type: object
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properties:
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USE:
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type: string
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aware_mysql:
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type: object
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properties:
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DATABASE_GROUP:
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type: string
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PHONE_ACCELEROMETER:
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type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
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PROVIDERS:
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type: ["null", object]
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properties:
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RAPIDS:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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FEATURES:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
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PANDA:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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VALID_SENSED_MINUTES:
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type: boolean
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FEATURES:
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type: object
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required: [exertional_activity_episode, nonexertional_activity_episode]
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properties:
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exertional_activity_episode:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
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nonexertional_activity_episode:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
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additionalProperties:
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$ref: "#/definitions/PROVIDER"
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PHONE_ACTIVITY_RECOGNITION:
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type: object
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required: [CONTAINER, EPISODE_THRESHOLD_BETWEEN_ROWS, PROVIDERS]
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properties:
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CONTAINER:
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type: object
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required: [ANDROID, IOS]
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properties:
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ANDROID:
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type: string
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IOS:
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type: string
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EPISODE_THRESHOLD_BETWEEN_ROWS:
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type: integer
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maximum: 1440
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minimum: 0
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PROVIDERS:
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type: ["null", object]
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properties:
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RAPIDS:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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FEATURES:
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uniqueItems: True
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items:
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type: string
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enum: ["count", "mostcommonactivity", "countuniqueactivities", "durationstationary", "durationmobile", "durationvehicle"]
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ACTIVITY_CLASSES:
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type: object
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required: [STATIONARY, MOBILE, VEHICLE]
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properties:
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STATIONARY:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["still", "tilting"]
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MOBILE:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["on_foot", "walking", "running", "on_bicycle"]
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VEHICLE:
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type: array
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uniqueItems: True
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items:
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type: string
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enum: ["in_vehicle"]
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additionalProperties:
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$ref: "#/definitions/PROVIDER"
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PHONE_APPLICATIONS_CRASHES:
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type: object
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required: [CONTAINER, APPLICATION_CATEGORIES, PROVIDERS]
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properties:
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CONTAINER:
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type: string
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APPLICATION_CATEGORIES:
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allOf:
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- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
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PROVIDERS:
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additionalProperties:
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$ref: "#/definitions/PROVIDER"
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PHONE_APPLICATIONS_FOREGROUND:
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type: object
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required: [CONTAINER, APPLICATION_CATEGORIES, PROVIDERS]
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properties:
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CONTAINER:
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type: string
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APPLICATION_CATEGORIES:
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allOf:
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- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
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PROVIDERS:
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type: ["null", object]
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properties:
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RAPIDS:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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SINGLE_CATEGORIES:
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type: array
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uniqueItems: True
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items:
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type: string
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MULTIPLE_CATEGORIES:
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type: object
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additionalProperties:
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type: array
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uniqueItems: True
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items:
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type: string
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SINGLE_APPS:
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type: array
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uniqueItems: True
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items:
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type: string
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EXCLUDED_CATEGORIES:
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type: ["null", array]
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uniqueItems: True
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items:
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type: string
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EXCLUDED_APPS:
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type: array
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uniqueItems: true
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items:
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type: string
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FEATURES:
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uniqueItems: True
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items:
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type: string
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enum: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
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PHONE_APPLICATIONS_NOTIFICATIONS:
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type: object
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required: [CONTAINER, APPLICATION_CATEGORIES, PROVIDERS]
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properties:
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CONTAINER:
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type: string
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APPLICATION_CATEGORIES:
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allOf:
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- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
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PROVIDERS:
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type: ["null", object]
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additionalProperties:
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$ref: "#/definitions/PROVIDER"
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PHONE_BATTERY:
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type: object
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required: [CONTAINER, PROVIDERS, EPISODE_THRESHOLD_BETWEEN_ROWS]
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properties:
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CONTAINER:
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type: string
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EPISODE_THRESHOLD_BETWEEN_ROWS:
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type: integer
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maximum: 1440
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minimum: 0
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PROVIDERS:
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type: ["null", object]
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properties:
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RAPIDS:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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FEATURES:
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uniqueItems: True
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items:
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type: string
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enum: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"]
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additionalProperties:
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$ref: "#/definitions/PROVIDER"
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PHONE_BLUETOOTH:
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type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
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PROVIDERS:
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type: ["null", object]
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properties:
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RAPIDS:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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FEATURES:
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uniqueItems: True
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items:
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type: string
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enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
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DORYAB:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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FEATURES:
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type: object
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required: [ALL, OWN, OTHERS]
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properties:
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ALL:
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allOf:
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- $ref: "#/definitions/DORYAB_BLUETOOTH_FEATURE"
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OWN:
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allOf:
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- $ref: "#/definitions/DORYAB_BLUETOOTH_FEATURE"
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OTHERS:
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allOf:
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- $ref: "#/definitions/DORYAB_BLUETOOTH_FEATURE"
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additionalProperties:
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$ref: "#/definitions/PROVIDER"
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PHONE_CALLS:
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type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
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PROVIDERS:
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type: ["null", object]
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properties:
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RAPIDS:
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allOf:
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- $ref: "#/definitions/PROVIDER"
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- properties:
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CALL_TYPES:
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type: array
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items:
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type: string
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enum: [missed, incoming, outgoing]
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FEATURES:
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type: object
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required: [missed, incoming, outgoing]
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properties:
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missed:
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type: array
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uniqueItems: True
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items:
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type:
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string
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enum: [count, distinctcontacts, timefirstcall, timelastcall, countmostfrequentcontact]
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incoming:
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type: array
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uniqueItems: True
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items:
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type:
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string
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enum: [count, distinctcontacts, meanduration, sumduration, minduration, maxduration, stdduration, modeduration, entropyduration, timefirstcall, timelastcall, countmostfrequentcontact]
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outgoing:
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type: array
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uniqueItems: True
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|
items:
|
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type:
|
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string
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enum: [count, distinctcontacts, meanduration, sumduration, minduration, maxduration, stdduration, modeduration, entropyduration, timefirstcall, timelastcall, countmostfrequentcontact]
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additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
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|
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PHONE_CONVERSATION:
|
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type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: object
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|
required: [ANDROID, IOS]
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properties:
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ANDROID:
|
|
type: string
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|
IOS:
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|
type: string
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|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
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FEATURES:
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items:
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type: string
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enum: ["minutessilence", "minutesnoise", "minutesvoice", "minutesunknown","sumconversationduration","avgconversationduration",
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"sdconversationduration","minconversationduration","maxconversationduration","timefirstconversation","timelastconversation","noisesumenergy",
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"noiseavgenergy","noisesdenergy","noiseminenergy","noisemaxenergy","voicesumenergy",
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"voiceavgenergy","voicesdenergy","voiceminenergy","voicemaxenergy","silencesensedfraction","noisesensedfraction",
|
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"voicesensedfraction","unknownsensedfraction","silenceexpectedfraction","noiseexpectedfraction","voiceexpectedfraction",
|
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"unknownexpectedfraction","countconversation"]
|
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RECORDING_MINUTES:
|
|
type: integer
|
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minimum: 1
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maximum: 1440
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PAUSED_MINUTES:
|
|
type: integer
|
|
minimum: 1
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maximum: 1440
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additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
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|
|
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PHONE_DATA_YIELD:
|
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type: object
|
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required: [SENSORS, PROVIDERS]
|
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properties:
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SENSORS:
|
|
type: ["null", array]
|
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items:
|
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type: string
|
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enum: ["PHONE_ACCELEROMETER", "PHONE_ACTIVITY_RECOGNITION", "PHONE_APPLICATIONS_CRASHES", "PHONE_APPLICATIONS_FOREGROUND", "PHONE_APPLICATIONS_NOTIFICATIONS", "PHONE_LOG", "PHONE_BATTERY", "PHONE_BLUETOOTH", "PHONE_CALLS", "PHONE_CONVERSATION", "PHONE_KEYBOARD", "PHONE_LIGHT", "PHONE_LOCATIONS", "PHONE_MESSAGES", "PHONE_SCREEN", "PHONE_WIFI_CONNECTED", "PHONE_WIFI_VISIBLE"]
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
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RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
|
|
MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS:
|
|
type: number
|
|
minimum: 0
|
|
maximum: 1
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
PHONE_KEYBOARD:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
PHONE_LIGHT:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
PHONE_LOCATIONS:
|
|
type: object
|
|
required: [CONTAINER, LOCATIONS_TO_USE, FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
LOCATIONS_TO_USE:
|
|
type: string
|
|
enum: [ALL, GPS, ALL_RESAMPLED, FUSED_RESAMPLED]
|
|
FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
HOME_INFERENCE:
|
|
type: object
|
|
required: [DBSCAN_EPS, DBSCAN_MINSAMPLES, THRESHOLD_STATIC, CLUSTERING_ALGORITHM]
|
|
properties:
|
|
DBSCAN_EPS:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
DBSCAN_MINSAMPLES:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
THRESHOLD_STATIC:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
CLUSTERING_ALGORITHM:
|
|
type: string
|
|
enum: ["DBSCAN", "OPTICS"]
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
DORYAB:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [locationvariance,loglocationvariance,totaldistance,averagespeed,varspeed,circadianmovement,numberofsignificantplaces,numberlocationtransitions,radiusgyration,timeattop1location,timeattop2location,timeattop3location,movingtostaticratio,outlierstimepercent,maxlengthstayatclusters,minlengthstayatclusters,meanlengthstayatclusters,stdlengthstayatclusters,locationentropy,normalizedlocationentropy,timeathome]
|
|
ACCURACY_LIMIT:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
DBSCAN_EPS:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
DBSCAN_MINSAMPLES:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
THRESHOLD_STATIC:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
MAXIMUM_ROW_GAP:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
MAXIMUM_ROW_DURATION:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
MINUTES_DATA_USED:
|
|
type: boolean
|
|
CLUSTER_ON:
|
|
type: string
|
|
enum: ["PARTICIPANT_DATASET", "TIME_SEGMENT"]
|
|
CLUSTERING_ALGORITHM:
|
|
type: string
|
|
enum: ["DBSCAN", "OPTICS"]
|
|
|
|
BARNETT:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"]
|
|
ACCURACY_LIMIT:
|
|
type: integer
|
|
exclusiveMinimum: 0
|
|
IF_MULTIPLE_TIMEZONES:
|
|
type: string
|
|
enum: [USE_MOST_COMMON]
|
|
MINUTES_DATA_USED:
|
|
type: boolean
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
PHONE_LOG:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: object
|
|
required: [ANDROID, IOS]
|
|
properties:
|
|
ANDROID:
|
|
type: string
|
|
IOS:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
PHONE_MESSAGES:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
MESSAGES_TYPES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["received", "sent"]
|
|
FEATURES:
|
|
type: object
|
|
required: [received, sent]
|
|
properties:
|
|
received:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["count", "distinctcontacts", "timefirstmessage", "timelastmessage", "countmostfrequentcontact"]
|
|
|
|
sent:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["count", "distinctcontacts", "timefirstmessage", "timelastmessage", "countmostfrequentcontact"]
|
|
|
|
PHONE_SCREEN:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
REFERENCE_HOUR_FIRST_USE:
|
|
type: integer
|
|
minimum: 0
|
|
maximum: 23
|
|
IGNORE_EPISODES_SHORTER_THAN:
|
|
type: integer
|
|
minimum: 0
|
|
IGNORE_EPISODES_LONGER_THAN:
|
|
type: integer
|
|
minimum: 0
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration", "firstuseafter"]
|
|
EPISODE_TYPES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["unlock"]
|
|
|
|
PHONE_WIFI_CONNECTED:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
PHONE_WIFI_VISIBLE:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
FITBIT_DATA_STREAMS:
|
|
type: object
|
|
properties:
|
|
USE:
|
|
type: string
|
|
fitbitjson_mysql:
|
|
type: object
|
|
required: [DATABASE_GROUP, SLEEP_SUMMARY_EPISODE_DAY_ANCHOR]
|
|
properties:
|
|
DATABASE_GROUP:
|
|
type: string
|
|
SLEEP_SUMMARY_EPISODE_DAY_ANCHOR:
|
|
type: string
|
|
enum: ["start", "end"]
|
|
fitbitparsed_mysql:
|
|
type: object
|
|
required: [DATABASE_GROUP, SLEEP_SUMMARY_EPISODE_DAY_ANCHOR]
|
|
properties:
|
|
DATABASE_GROUP:
|
|
type: string
|
|
SLEEP_SUMMARY_EPISODE_DAY_ANCHOR:
|
|
type: string
|
|
enum: ["start", "end"]
|
|
|
|
FITBIT_DATA_YIELD:
|
|
type: object
|
|
required: [SENSOR, PROVIDERS]
|
|
properties:
|
|
SENSOR:
|
|
type: string
|
|
enum: ["FITBIT_HEARTRATE_INTRADAY"]
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["ratiovalidyieldedminutes", "ratiovalidyieldedhours"]
|
|
MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS:
|
|
type: number
|
|
minimum: 0
|
|
maximum: 1
|
|
|
|
|
|
FITBIT_HEARTRATE_SUMMARY:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"]
|
|
|
|
FITBIT_HEARTRATE_INTRADAY:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["maxhr", "minhr", "avghr", "medianhr", "modehr", "stdhr", "diffmaxmodehr", "diffminmodehr", "entropyhr", "minutesonoutofrangezone", "minutesonfatburnzone", "minutesoncardiozone", "minutesonpeakzone"]
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
FITBIT_SLEEP_SUMMARY:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
|
|
SLEEP_TYPES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["main", "nap", "all"]
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
FITBIT_SLEEP_INTRADAY:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
type: object
|
|
required: [LEVELS_AND_TYPES_COMBINING_ALL, LEVELS_AND_TYPES, RATIOS_TYPE, RATIOS_SCOPE, ROUTINE]
|
|
properties:
|
|
LEVELS_AND_TYPES_COMBINING_ALL:
|
|
type: boolean
|
|
LEVELS_AND_TYPES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
|
|
RATIOS_TYPE:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [count, duration]
|
|
RATIOS_SCOPE:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
|
|
ROUTINE:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [starttimefirstmainsleep, endtimelastmainsleep, starttimefirstnap, endtimelastnap]
|
|
SLEEP_LEVELS:
|
|
type: object
|
|
required: [CLASSIC, STAGES, UNIFIED]
|
|
properties:
|
|
CLASSIC:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [awake, restless, asleep]
|
|
STAGES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [wake, deep, light, rem]
|
|
UNIFIED:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [awake, asleep]
|
|
SLEEP_TYPES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [main, nap]
|
|
INCLUDE_SLEEP_LATER_THAN:
|
|
type: number
|
|
minimum: 0
|
|
maximum: 1439
|
|
REFERENCE_TIME:
|
|
type: string
|
|
enum: [MIDNIGHT, START_OF_THE_SEGMENT]
|
|
PRICE:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, "stdstarttimeofepisodemain", "stdendtimeofepisodemain", "stdmidpointofepisodemain", socialjetlag, meanssdstarttimeofepisodemain, meanssdendtimeofepisodemain, meanssdmidpointofepisodemain, medianssdstarttimeofepisodemain, medianssdendtimeofepisodemain, medianssdmidpointofepisodemain]
|
|
SLEEP_LEVELS:
|
|
type: object
|
|
required: [CLASSIC, STAGES, UNIFIED]
|
|
properties:
|
|
CLASSIC:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [awake, restless, asleep]
|
|
STAGES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [wake, deep, light, rem]
|
|
UNIFIED:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [awake, asleep]
|
|
DAY_TYPES:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: [WEEKEND, WEEK, ALL]
|
|
GROUP_EPISODES_WITHIN:
|
|
type: object
|
|
required: [START_TIME, LENGTH]
|
|
properties:
|
|
START_TIME:
|
|
type: number
|
|
minimum: 0
|
|
maximum: 1439
|
|
LENGTH:
|
|
type: number
|
|
minimum: 0
|
|
maximum: 1440
|
|
additionalProperties:
|
|
$ref: "#/definitions/PROVIDER"
|
|
|
|
FITBIT_STEPS_SUMMARY:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["maxsumsteps", "minsumsteps", "avgsumsteps", "mediansumsteps", "stdsumsteps"]
|
|
|
|
FITBIT_STEPS_INTRADAY:
|
|
type: object
|
|
required: [CONTAINER, PROVIDERS]
|
|
properties:
|
|
CONTAINER:
|
|
type: string
|
|
PROVIDERS:
|
|
type: ["null", object]
|
|
properties:
|
|
RAPIDS:
|
|
allOf:
|
|
- $ref: "#/definitions/PROVIDER"
|
|
- properties:
|
|
FEATURES:
|
|
required: [STEPS, SEDENTARY_BOUT, ACTIVE_BOUT]
|
|
properties:
|
|
STEPS:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["sum", "max", "min", "avg", "std"]
|
|
SEDENTARY_BOUT:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"]
|
|
ACTIVE_BOUT:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"]
|
|
THRESHOLD_ACTIVE_BOUT:
|
|
type: integer
|
|
minimum: 0
|
|
INCLUDE_ZERO_STEP_ROWS:
|
|
type: boolean
|
|
|
|
HISTOGRAM_PHONE_DATA_YIELD:
|
|
type: object
|
|
required: [PLOT]
|
|
properties:
|
|
PLOT:
|
|
type: boolean
|
|
|
|
HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT:
|
|
type: object
|
|
required: [PLOT]
|
|
properties:
|
|
PLOT:
|
|
type: boolean
|
|
|
|
HEATMAP_SENSORS_PER_MINUTE_PER_TIME_SEGMENT:
|
|
type: object
|
|
required: [PLOT]
|
|
properties:
|
|
PLOT:
|
|
type: boolean
|
|
|
|
HEATMAP_SENSOR_ROW_COUNT_PER_TIME_SEGMENT:
|
|
type: object
|
|
required: [PLOT, SENSORS]
|
|
properties:
|
|
PLOT:
|
|
type: boolean
|
|
SENSORS:
|
|
type: array
|
|
uniqueItems: True
|
|
items:
|
|
type: string
|
|
enum: ["PHONE_ACCELEROMETER", "PHONE_ACTIVITY_RECOGNITION", "PHONE_APPLICATIONS_FOREGROUND", "PHONE_BATTERY", "PHONE_BLUETOOTH", "PHONE_CALLS", "PHONE_CONVERSATION", "PHONE_LIGHT", "PHONE_LOCATIONS", "PHONE_MESSAGES", "PHONE_SCREEN", "PHONE_WIFI_CONNECTED", "PHONE_WIFI_VISIBLE"]
|
|
|
|
HEATMAP_FEATURE_CORRELATION_MATRIX:
|
|
type: object
|
|
required: [PLOT, MIN_ROWS_RATIO, CORR_THRESHOLD, CORR_METHOD]
|
|
properties:
|
|
PLOT:
|
|
type: boolean
|
|
MIN_ROWS_RATIO:
|
|
type: number
|
|
minimum: 0
|
|
maximum: 1
|
|
CORR_THRESHOLD:
|
|
type: number
|
|
minimum: 0
|
|
maximum: 1
|
|
CORR_METHOD:
|
|
type: string
|
|
enum: ["pearson", "kendall", "spearman"]
|